Cryptocurrency Mining Malware Detection Based on Behavior Pattern and Graph Neural Network

Table 3

Detection performance of machine learning models on Sim-Wild dataset.

Feature	Accuracy	Precision	Recall	F1-score	AUC
GI [24]	0.9248	0.9561	0.8121	0.8783	0.8967
OP [23]	0.9146	0.9459	0.7963	0.8647	0.8863
Malconv [8]	0.9503	0.9720	0.8766	0.9218	0.9320
MBGINet-FCG	0.9411	0.9566	0.8533	0.9020	0.9176
MBGINet-CFG	0.9556	0.9853	0.8730	0.9258	0.9335